MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
201
up2itnow0822
clawpay-mcp Claim 1
Non-custodial x402 MCP payment layer for AI agents. Enables autonomous USDC pay…
A 85 44 90 83 75 90
202
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 66 84 92 100 42 81 100
203
ChesterRa
ccontext Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 55 94 91 N/A 39 95 92
204
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 54 100 70 N/A 53 95 96
205
RapierCraft
perplexity-comet-mcp Claim 1
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab manage…
A 85 54 94 61 N/A 82 90 99
206
markswendsen-code
mcp-costco Claim
Enables interaction with Costco.com via browser automation to search products, …
A 85 55 94 100 N/A 30 95 86
207
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 64 100 82 92 39 83 98
208
withastro
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
A 85 66 92 100 96 25 81 100
209
IBM
Physics MCP Server Claim
Provides 55 specialized tools for precise physics calculations and rigid-body s…
A 85 66 84 86 94 69 82 89
210
akshatnerella
Arduino MCP Server Claim 2
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
A 85 55 94 82 N/A 53 95 92
211
disnet
Flint Note Claim 2
An agent-first note-taking system that provides AI-guided creation and organiza…
A 85 55 92 100 N/A 76 95 51
212
louis49
melchizedek Claim
Persistent memory for Claude Code — offline, single-file, hybrid search.
A 85 55 88 82 N/A 90 95 69
213
Pantheon-Security
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + …
A 85 54 94 72 N/A 77 87 95
214
BalajiSriraman
Clerk MCP Server Claim
Enables AI assistants to query and manage Clerk organizations, users, members, …
A 85 66 100 80 94 48 82 94
215
sharozdawa
robotstxt-ai-mcp Claim
Analyze and generate robots.txt files with AI crawler awareness. Fetch any site…
A 85 44 76 69 95 98
216
Turbo-Puffin
Privacy-first web analytics with native MCP server. Query pageviews, referrers,…
B 84 66 100 62 95 64 81 93
217
neverinfamous
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
B 84 54 96 41 N/A 88 100 97
218
n0zer0d4y
Chronos Protocol Claim 2
Provides time intelligence, persistent memory and complete traceability for AI …
B 84 55 90 100 49 81 87
219
2511319
Context7 MCP Claim 1
Provides LLMs with up-to-date, version-specific documentation and code examples…
B 84 66 78 100 93 49 82 91
220
nullpath-labs
mcp-client Claim 1
AI agent marketplace with x402 micropayments. Discover, execute, and pay agents…
B 84 55 96 71 75 82 94
221
jasonwilbur
cloud-regions Claim 1
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, complianc…
B 84 55 94 91 N/A 53 95 77
222
IO-Aerospace-software-engineering
mcp-server Claim 1
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
B 84 66 81 96 90 58 81 88
223
cheezcake
Aidderall MCP Server Claim 1
Provides AI assistants with a hierarchical task management system that maintain…
B 84 55 94 100 N/A 44 95 73
224
rog0x
mcp-webhook-tools Claim
Webhook management and testing tools for AI agents. Provides tools for sending,…
B 84 44 94 40 95 95
225
RightNow-AI
forge-mcp-server Claim
Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 1…
B 84 55 84 82 N/A 70 95 87
226
XCP
mcp-server Claim 1
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
B 84 55 88 100 N/A 78 78 73
227
pijusz
mcp-gads Claim
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
B 84 44 76 N/A N/A 70 95 94
228
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 44 90 55 83 99
229
airblackbox
air-blackbox-mcp Claim 1
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
B 84 55 76 82 N/A 65 95 98
230
Ansvar-Systems
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
B 84 54 71 89 N/A 61 95 100
231
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
232
kdpa-llc
local-skills-mcp Claim
A universal MCP server that enables any LLM or AI agent to access expert skills…
B 84 54 84 62 N/A 84 95 96
233
heroku
Heroku MCP server Claim 2
Let's your agent access the heroku platform
B 84 55 80 100 90 94 55
234
pshempel
Provides comprehensive time manipulation capabilities including timezone conver…
B 84 55 92 100 54 81 79
235
AustinKelsay
nostr-mcp-server Claim
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
B 84 54 84 66 N/A 82 92 100
236
trycourier
courier-mcp Claim
Build multi-channel notifications into your product, send messages, update list…
B 84 66 84 86 95 60 80 93
237
nikkoxgonzales
crash-mcp Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 55 96 82 N/A 76 83 78
238
jeanlopezxyz
mcp-alertmanager Claim
A Model Context Protocol (MCP) server for Prometheus Alertmanager
B 84 54 82 68 N/A 79 94 99
239
SatoshiAPI
L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.
B 84 44 72 N/A N/A 71 95 99
240
ElToro1855
ozav-mcp-server Claim 1
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
B 84 54 80 100 N/A 45 90 94
241
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
242
ideadesignmedia
Memory MCP Server Claim
SQLite-backed memory storage for MCP agents with optional semantic search via O…
B 84 55 78 100 N/A 45 95 90
243
loglux
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
B 84 54 100 63 N/A 72 90 90
244
IQAIcom
MCP-Discord Claim
A Discord Model Context Protocol server that enables AI assistants to interact …
B 84 55 96 68 78 80 99
245
djmoore711
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
B 84 55 100 75 53 81 100
246
verygoodplugins
MCP Server Local WP Claim 1
Enables direct interaction with local WordPress development sites through Local…
B 84 55 94 75 N/A 63 95 84
247
mobile-next
mobile-mcp Claim 2
MCP Server for Android/iOS application and device automation, development and a…
B 84 55 69 100 N/A 84 95 75
248
jamiew
Spotify Claim
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist t…
B 84 54 88 71 N/A 67 92 97
249
yjqian19
exa-mcp-server Claim 1
B 84 66 90 80 97 50 82 92
250
cyanheads
MCP server for Obsidian — read, write, search, and surgically edit notes, tags,…
B 84 54 88 77 N/A 69 92 92
Showing 201–250 of 67181 servers
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